Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms, and Applications (Paperback)

Part I Biosignals 1. Signals and Biosignals 2. Sensing the Heart 3. Sensing the Brain 4. Sensing Human Acoustics 5. Sensing Other Organs 6. Biosignal Processing

Part II Machine Learning 7. Supervised Learning 8. Common Classifiers 9. Feature Selection and Dimensionality Reduction 10. Assessing Classifier's Performance

Part III Computational Intelligence 11. Fuzzy Logic 12. Neural Networks 13. Bio-Inspired Algorithms 14. Hybrid Systems

Part IV Applications 15. EEG-Based Brain-Computer Interfaces (BCIs) 16. Emotion Recognition from Voice 17. Leukemia Recognition 18. Infant Cry Recognition 19. Epilepsy Diagnosis from EEG 20. Towards Automatic Smell Recognition